An increasing number of financial-services startups are data about their customers from social media accounts and folding the information into algorithms used to underwrite lending and payment processing decisions.

Along with personal lending sites like Flurish Inc. and Kabbage Inc. and small business lending sites OnDeck Inc., payment processing startup WePay Inc. is deciphering digital exhaust from customers to help mitigate risk.

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